feat(survey): enhance AI survey with comprehensive 2024-2025 tools and frameworks - #139
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…d frameworks Enhanced the AI survey section with 64 new options based on current AI landscape and developer adoption trends in 2024-2025, following the same methodology as the tech survey enhancement. ## Changes Made: ### Naming Fixes (3) - Fixed "Super maven" → "Supermaven" (official spelling) - Fixed "Coby.ai" → "Cody (Sourcegraph)" (correct product name) - Updated "NotebookLM" → "NotebookLM (Google)" (consistency) ### AI Tools & Apps - Added 23 Options: **Terminal-based Coding Tools (6):** - Claude Code (Anthropic CLI) - Aider - GitHub Copilot CLI - Shell GPT (sgpt) - Continue.dev - Cline (Claude Dev) **IDE/GUI Coding Assistants (7):** - Windsurf (Codeium) - Tabnine - Amazon Q Developer (CodeWhisperer) - Replit AI (Ghostwriter) - Pieces for Developers - Warp AI - v0 (Vercel) **AI Writing & Research (4):** - Jasper AI - Copy.ai - Perplexity AI - You.com **AI Design & Creative (3):** - Stable Diffusion - Leonardo.ai - Adobe Firefly **AI Productivity (3):** - Microsoft Copilot (365) - Otter.ai - Gamma ### AI Frameworks & Models - Removed 3 Deprecated: - PyBrain (abandoned since 2014) - Microsoft Cognitive Toolkit (deprecated by Microsoft) - Caffe (superseded by PyTorch) ### AI Frameworks & Models - Added 41 Options: **LLM Orchestration (8):** - LangGraph, LlamaIndex, Semantic Kernel, AutoGen, CrewAI, DSPy, Instructor, Guardrails AI **Vector Databases (6):** - Pinecone, Weaviate, Milvus, Qdrant, ChromaDB, Faiss **LLM APIs & Platforms (6):** - Anthropic Claude API, Groq, Replicate, Cohere, AI21 Labs, Perplexity API **AI Development SDKs (3):** - Vercel AI SDK, OpenAI SDK (Python/JS), Anthropic SDK (Python/JS) **Modern LLM Models (8):** - Qwen, DeepSeek, Command R, Mixtral, Grok, Stable Diffusion, Whisper, Sentence Transformers **Model Training & MLOps (4):** - Axolotl, Unsloth, PEFT/LoRA, MLflow **AI Agents & Automation (4):** - n8n AI, Flowise, LangFlow, BabyAGI/AutoGPT **Embedding Models (2):** - OpenAI Embeddings, Cohere Embeddings ## Summary: - Fixed: 3 naming issues - Removed: 3 deprecated frameworks - Added: 64 new options (23 tools + 41 frameworks) - Net change: +61 comprehensive AI options for 2024-2025 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
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| Status | Name | Latest Commit | Updated (UTC) |
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stateofdev-ma | 95fe474 | Nov 22 2025, 08:52 PM |
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| - Caffe | ||
| - Mistral | ||
| - PyBrain | ||
| - IBM Watson |
Removed several AI tools from the survey list, including IBM Watson, AI21 Labs (Jamba), BabyAGI / AutoGPT, Axolotl, and others.
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Summary
This PR enhances the AI survey section (
survey/4-ai.yml) with comprehensive, data-driven options based on the current AI landscape and developer adoption trends in 2024-2025. This follows the same methodology as PR #138 (tech survey enhancement).Changes Overview
📊 Statistics
Detailed Changes
✏️ Naming Fixes (3)
Super maven→SupermavenCoby.ai→Cody (Sourcegraph)NotebookLM→NotebookLM (Google)➕ AI Tools & Apps - Added 23 Options
Terminal-based Coding Tools (6)
IDE/GUI Coding Assistants (7)
AI Writing & Research (4)
AI Design & Creative (3)
AI Productivity (3)
➖ AI Frameworks & Models - Removed 3 Deprecated
🚀 AI Frameworks & Models - Added 41 Options
LLM Orchestration Frameworks (8)
Vector Databases (6)
LLM APIs & Platforms (6)
AI Development SDKs (3)
Modern LLM Models (8)
Model Training & MLOps (4)
AI Agents & Automation (4)
Embedding Models (2)
Methodology
This enhancement follows the same rigorous approach as the tech survey enhancement (PR #138):
Impact
This comprehensive enhancement ensures the AI survey captures the full spectrum of tools and frameworks developers are using in 2024-2025, with special emphasis on:
🤖 Generated with Claude Code